Topic graph, grounded generation, persistent sessions

Cadence turns your chemistry syllabus into a living practice engine.

Use the knowledge graph and canonical topic list as the control plane. Start from real university chemistry course questions and topic structures, generate fresh work for the exact concept being studied, and keep the practice thread alive until the student decides to clear it.

18 canonical chemistry topics4 question modesAccount-level mastery updates

Knowledge Graph Preview

Chemistry control plane

Left to right: foundations to later units
1

Chemical Formulas & Naming

2

Stoichiometry

3

Lab & Experimental

4

Atomic Structure & Light

5

Periodic Trends

6

Nuclear Chemistry

7

Lewis Structures & Bonding

8

Polarity & Resonance

9

Intermolecular Forces

10

Solutions & Solubility

11

Thermodynamics

12

Kinetics

13

Equilibrium

14

Acid-Base & Buffers

15

Electrochemistry & Redox

16

Organic & Functional Groups

17

Stereochemistry & Isomers

18

Coupled Reactions

Live Topic

Intermolecular Forces

Preview
Ionic BondingHydrogen bonding in biological moleculesLondon Dispersion Forces

Generated prompt preview

Generate a fresh practice problem centered on Ionic Bonding.

Question Mode

Multiple Choice

Difficulty Range

2-4

Persistent Session

Return to the same thread

Selected topic and subtopic

Question history in the active thread

Inline grading and targeted feedback

Recommended next difficulty and mode

Why Cadence

Built around the actual bottleneck in chemistry practice.

Students do not need another generic chat window. They need a product that knows what comes first in the course, what should be practiced next, and how to keep a study thread coherent across days and weeks while staying anchored to real university chemistry material.

Canonical chemistry graph

The product starts from a cleaned topic map and topic list, so practice stays aligned with the course sequence instead of jumping randomly across chemistry.

Grounded in real university chemistry courses

Cadence starts from real chemistry course questions and structured university topic coverage, then generates fresh work from that academic context instead of inventing disconnected practice.

Persistent practice sessions

Students can leave and return without losing the thread. Question history, drafts, grading, and the active focus stay attached to the session.

Account-level mastery

Each graded answer updates course progress, readiness, and next-topic recommendations at the account level rather than treating every session like an isolated quiz.

How It Works

One control plane for topic selection, generation, and mastery.

The graph decides scope. Real university chemistry material grounds the generation. Every graded answer updates the student account model and informs the next recommendation inside the same session.

Scope

Topic graph first

Generation

University-grounded

Persistence

Sessions survive refresh

Step 01

Choose where you are in the course

Open the topic graph, click into the current unit, and constrain practice to the topics that actually belong in the student’s current stretch of the class.

Step 02

Generate the next problem from grounded context

Cadence combines real university chemistry question patterns, topic relationships, subtopic targeting, and question-type ranges to create a fresh problem with a clear reason for why it was chosen.

Step 03

Keep the thread alive until the student deletes it

The session remembers previous questions, grading, drafts, and mastery updates, so students can return to the same practice thread instead of restarting every visit.

Mastery Update

A useful topic read usually arrives in 3 to 8 graded questions.

Cadence starts with the chemistry course graph, then updates the mastery estimate after every graded answer. The uncertainty band narrows faster when answers are consistent and widens when the evidence is mixed.

Course graph contextCorrectness patternDifficulty bandRecency and repetition
20%40%60%80%024681012Confidence in topic readGraded questions on this topicDirectional readStable estimateHigh confidence

0-2 questions

Set the baseline

Cadence begins with the course graph and a topic-level starting estimate instead of assuming zero knowledge.

3-4 questions

Directional read

Usually enough to steer the next question type and avoid obviously off-target recommendations.

6-8 questions

Stable topic estimate

A solid read for whether to hold the topic, reinforce it, or move one step forward in the graph.

10-12 questions

High-confidence call

Enough evidence for a strong mastery recommendation unless the answers are highly mixed.

Typical per-topic evidence range, not a hard threshold. Consistent answers can tighten the estimate faster, while mixed results or boundary-difficulty questions can require more evidence.

Course Progress

See mastery in the same place you practice.

Readiness

68%

Coverage

43%

Current Unit

Kinetics

Chemical Formulas & Naming

82%

Stoichiometry

74%

Acid-Base & Buffers

58%

Kinetics

41%

Session Memory

A practice thread that feels continuous.

Active Session

Kinetics practice

Saved

History

6 questions kept in thread

Next Mode

Numeric or free response

Recommended next topic

Equilibrium

Cadence promotes adjacent topics in the course graph, so the next practice block stays close to the student’s current unit instead of jumping to later-course material.

Pricing

Compare Cadence plans.

Start free, upgrade when Cadence becomes the center of your chemistry workflow, and move to Pro when you need multi-course or instructor-grade usage.

Save about 20%

Starter

Best for trying Cadence

Free

For students getting started with course-aware chemistry practice.

Topic graph and canonical topic list

Limited daily chemistry problem generation

One persistent practice session

Basic course progress snapshot

Login and saved question history

Cadence Plus

Most popular

Recommended
$24per month

For serious students who want Cadence as the default study workflow.

Everything in Starter

Unlimited chemistry practice generation

Full persistent session history

Account-level mastery and recommendations

All question modes: MCQ, numeric, free response, ordering

Priority generation and grading

Cadence Pro

For advanced use

$79per month

For tutors, instructors, and power users running more than one workflow.

Everything in Plus

Multi-course workspace support

Instructor upload and review workflows

Higher usage limits and faster queue priority

Shared study workflows for small teams

Priority support

Departments and enterprise

Custom pricing

For tutoring companies, departments, and institutional chemistry programs. Includes multi-user rollout support, shared course configurations, instructor analytics, and custom onboarding.

Ready To Start

Open Cadence and start from the exact topic you are studying.

Move from the knowledge graph into a persistent practice thread, generate grounded problems from real university chemistry course material, and keep an honest view of course readiness as the account evolves.